Nonlinear SVD with Asymmetric Kernels: feature learning and asymmetric Nyström method

Qinghua Tao, Francesco Tonin, Panagiotis Patrinos +1

Asymmetric data naturally exist in real life, such as directed graphs. Different from the common kernel methods requiring Mercer kernels, this paper tackles the asymmetric kernel-b…